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r-cran-genieclust package

r-cran-genieclust 1.1.5-2-1 source package in Ubuntu

Changelog

r-cran-genieclust (1.1.5-2-1) unstable; urgency=medium

  * New upstream version
  * Standards-Version: 4.6.2 (routine-update)
  * dh-update-R to update Build-Depends (routine-update)

 -- Andreas Tille <email address hidden>  Mon, 23 Oct 2023 08:29:48 +0200

Upload details

Uploaded by:
Debian R Packages Maintainers
Uploaded to:
Sid
Original maintainer:
Debian R Packages Maintainers
Architectures:
any
Section:
misc
Urgency:
Medium Urgency

See full publishing history Publishing

Series Pocket Published Component Section
Oracular release universe misc
Noble release universe misc

Downloads

File Size SHA-256 Checksum
r-cran-genieclust_1.1.5-2-1.dsc 2.1 KiB 3d4114aee6c2fe7125c28f17421357cabe650363b413be1a5c962ba9ccdf3c4b
r-cran-genieclust_1.1.5-2.orig.tar.gz 84.2 KiB 1354cffb0bbdeb0de9e08f2cb69a232b491fba1fed89e3ee0d0430eb371f1959
r-cran-genieclust_1.1.5-2-1.debian.tar.xz 12.8 KiB 8bec11c4dcee1cb804d617c206ebe7d57faca191a0c0442c1f63cbb1a7b53cab

Available diffs

No changes file available.

Binary packages built by this source

r-cran-genieclust: GNU R Genie++ Hierarchical Clustering Algorithm with Noise Points Detection

 A retake on the Genie algorithm - a robust hierarchical clustering
 method (Gagolewski, Bartoszuk, Cena, 2016
 <DOI:10.1016/j.ins.2016.05.003>). Now faster and more memory efficient;
 determining the whole hierarchy for datasets of 10M points in low
 dimensional Euclidean spaces or 100K points in high-dimensional ones
 takes only 1-2 minutes. Allows clustering with respect to mutual
 reachability distances so that it can act as a noise point detector or a
 robustified version of 'HDBSCAN*' (that is able to detect a predefined
 number of clusters and hence it does not dependent on the somewhat
 fragile 'eps' parameter).
 .
 The package also features an implementation of economic inequity indices
 (the Gini, Bonferroni index) and external cluster validity measures
 (partition similarity scores; e.g., the adjusted Rand, Fowlkes-Mallows,
 adjusted mutual information, pair sets index).
 .
 See also the 'Python' version of 'genieclust' available on 'PyPI', which
 supports sparse data, more metrics, and even larger datasets.

r-cran-genieclust-dbgsym: debug symbols for r-cran-genieclust